added support for the SQuAD v2 dataset - #15
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I've added support for the SQuAD v2 dataset to ScaleBench. This contribution enables benchmarking models on standard reading comprehension tasks that include unanswerable questions.
Changes Made:-
Created squad_v2.py containing the SQuAD v2 Dataset class.
Standardizes data from rajpurkar/squad_v2 Huggingface dataset.
Correctly handles unanswerable questions by providing an empty list in the answer field.
Registration
Updated registry.py to include squad_v2 in the DATASET_REGISTRY.
Configuration
Added a baseline experiment for SQuAD v2 in experiments.yaml.